{"id":"W1929419472","doi":"10.1002/jms.1584","title":"Emerging drugs: mechanism of action, mass spectrometry and doping control analysis","year":2009,"lang":"en","type":"article","venue":"Journal of Mass Spectrometry","topic":"Hormonal and reproductive studies","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Anti-Doping Agency","keywords":"Chemistry; Erythropoietin; Drug; Anabolic Agents; Mechanism (biology); Computational biology; Pharmacology; Mechanism of action; Anabolism; Biochemistry; Internal medicine; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008934715,0.0002155192,0.001170692,0.00188116,0.0001013653,0.00001942011,0.0001099086,0.00008096822,0.0001257578],"category_scores_gemma":[0.0002600896,0.0001578865,0.0004827911,0.001841283,0.00007713609,0.0001738742,0.00001715273,0.00048204,0.000001848945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001590545,"about_ca_system_score_gemma":0.00005993484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006103849,"about_ca_topic_score_gemma":7.943179e-7,"domain_scores_codex":[0.997909,0.00006851397,0.0007527447,0.0002647393,0.0006976823,0.0003072903],"domain_scores_gemma":[0.9983736,0.0001008359,0.0007109556,0.0002222461,0.0004206912,0.0001716425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005986405,0.0002382973,0.01932453,0.00009603176,0.005632413,0.0001401575,0.0003836611,0.00002620262,0.9691991,0.002010959,0.000153766,0.002196302],"study_design_scores_gemma":[0.0074284,0.005801238,0.5864401,0.0003471701,0.01061082,0.0007973203,0.01023025,0.0003602356,0.348968,0.02801192,0.0003709257,0.0006336928],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9257402,0.007245379,0.05608124,0.006704766,0.000296677,0.000178137,0.00000632224,0.00002476421,0.003722481],"genre_scores_gemma":[0.9855695,0.001624574,0.01165841,0.0001276684,0.0007979929,5.863466e-7,9.310651e-7,0.00001297306,0.0002073076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6202311,"threshold_uncertainty_score":0.6438426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01090662729623112,"score_gpt":0.2800012433425545,"score_spread":0.2690946160463234,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}